Profile_DataFinal

Dataset statistics

Number of variables	29
Number of observations	1044184
Missing cells	1324790
Missing cells (%)	4.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.1 GiB
Average record size in memory	1.1 KiB

Variable types

Categorical	17
Numeric	12

Alerts

`settlementdate` has a high cardinality: 789 distinct values	High cardinality
`BMU ID` has a high cardinality: 457 distinct values	High cardinality
`BMU Party ID` has a high cardinality: 125 distinct values	High cardinality
`BMU Party Name` has a high cardinality: 125 distinct values	High cardinality
`acceptedprice` is highly overall correlated with `acceptedvolume`	High correlation
`acceptedvolume` is highly overall correlated with `acceptedprice` and 1 other fields	High correlation
`LOC LAT` is highly overall correlated with `LOC LONG` and 5 other fields	High correlation
`LOC LONG` is highly overall correlated with `LOC LAT` and 3 other fields	High correlation
`LOC Center LAT` is highly overall correlated with `LOC Center LONG` and 2 other fields	High correlation
`LOC Center LONG` is highly overall correlated with `LOC Center LAT` and 2 other fields	High correlation
`Transmission Loss Factor` is highly overall correlated with `LOC LAT` and 3 other fields	High correlation
`Generation Capacity` is highly overall correlated with `Demand Capacity` and 3 other fields	High correlation
`Demand Capacity` is highly overall correlated with `Generation Capacity` and 1 other fields	High correlation
`recordtype` is highly overall correlated with `acceptedvolume` and 1 other fields	High correlation
`BMU Type` is highly overall correlated with `Trading Unit` and 3 other fields	High correlation
`BMU Fuel Type` is highly overall correlated with `recordtype` and 3 other fields	High correlation
`BMU GSP Group Id` is highly overall correlated with `LOC LAT` and 4 other fields	High correlation
`BMU GSP Group Name` is highly overall correlated with `LOC LAT` and 4 other fields	High correlation
`GSP LOC Center` is highly overall correlated with `LOC Center LAT` and 2 other fields	High correlation
`Trading Unit` is highly overall correlated with `LOC LAT` and 15 other fields	High correlation
`PC Flag` is highly overall correlated with `LOC LAT` and 3 other fields	High correlation
`PC Status` is highly overall correlated with `Generation Capacity` and 5 other fields	High correlation
`Exempt Export Flag` is highly overall correlated with `BMU Type` and 2 other fields	High correlation
`Base TU Flag` is highly overall correlated with `Generation Capacity` and 5 other fields	High correlation
`FPN Flag` is highly overall correlated with `PC Flag`	High correlation
`BMU Type` is highly imbalanced (54.4%)	Imbalance
`FPN Flag` is highly imbalanced (95.0%)	Imbalance
`Trading Unit` has 416890 (39.9%) missing values	Missing
`PC Flag` has 907900 (86.9%) missing values	Missing
`acceptedprice` is highly skewed (γ1 = 103.5457832)	Skewed
`acceptedprice` has 58177 (5.6%) zeros	Zeros
`Generation Capacity` has 23453 (2.2%) zeros	Zeros
`Demand Capacity` has 206022 (19.7%) zeros	Zeros

Reproduction

Analysis started	2023-06-05 09:49:21.669186
Analysis finished	2023-06-05 09:52:26.992566
Duration	3 minutes and 5.32 seconds
Software version	pandas-profiling v3.6.6
Download configuration	config.json

recordtype
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	60.5 MiB

BID	654268
OFFER	389916

Length

Max length	5
Median length	3
Mean length	3.7468339
Min length	3

Characters and Unicode

Total characters	3912384
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	BID
2nd row	BID
3rd row	BID
4th row	BID
5th row	BID

Common Values

Value	Count	Frequency (%)
BID	654268	62.7%
OFFER	389916	37.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
bid	654268	62.7%
offer	389916	37.3%

Most occurring characters

Value	Count	Frequency (%)
F	779832	19.9%
B	654268	16.7%
I	654268	16.7%
D	654268	16.7%
O	389916	10.0%
E	389916	10.0%
R	389916	10.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	3912384	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
F	779832	19.9%
B	654268	16.7%
I	654268	16.7%
D	654268	16.7%
O	389916	10.0%
E	389916	10.0%
R	389916	10.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3912384	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
F	779832	19.9%
B	654268	16.7%
I	654268	16.7%
D	654268	16.7%
O	389916	10.0%
E	389916	10.0%
R	389916	10.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3912384	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
F	779832	19.9%
B	654268	16.7%
I	654268	16.7%
D	654268	16.7%
O	389916	10.0%
E	389916	10.0%
R	389916	10.0%

settlementdate
Categorical

Distinct	789
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	66.7 MiB

2022-06-11	4431
2022-10-06	4337
2022-11-10	3968
2022-06-12	3547
2021-11-18	3538
Other values (784)	1024363

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	10441840
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2021-01-01
2nd row	2021-01-01
3rd row	2021-01-01
4th row	2021-01-01
5th row	2021-01-01

Common Values

Value	Count	Frequency (%)
2022-06-11	4431	0.4%
2022-10-06	4337	0.4%
2022-11-10	3968	0.4%
2022-06-12	3547	0.3%
2021-11-18	3538	0.3%
2021-02-19	3526	0.3%
2021-02-23	3482	0.3%
2022-10-09	3465	0.3%
2022-01-01	3336	0.3%
2021-02-21	3267	0.3%
Other values (779)	1007287	96.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2022-06-11	4431	0.4%
2022-10-06	4337	0.4%
2022-11-10	3968	0.4%
2022-06-12	3547	0.3%
2021-11-18	3538	0.3%
2021-02-19	3526	0.3%
2021-02-23	3482	0.3%
2022-10-09	3465	0.3%
2022-01-01	3336	0.3%
2021-02-21	3267	0.3%
Other values (779)	1007287	96.5%

Most occurring characters

Value	Count	Frequency (%)
2	3219333	30.8%
0	2317506	22.2%
-	2088368	20.0%
1	1469694	14.1%
3	312906	3.0%
6	185730	1.8%
9	176718	1.7%
7	173642	1.7%
8	172007	1.6%
5	165714	1.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8353472	80.0%
Dash Punctuation	2088368	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	3219333	38.5%
0	2317506	27.7%
1	1469694	17.6%
3	312906	3.7%
6	185730	2.2%
9	176718	2.1%
7	173642	2.1%
8	172007	2.1%
5	165714	2.0%
4	160222	1.9%

Dash Punctuation

Value	Count	Frequency (%)
-	2088368	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	10441840	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	3219333	30.8%
0	2317506	22.2%
-	2088368	20.0%
1	1469694	14.1%
3	312906	3.0%
6	185730	1.8%
9	176718	1.7%
7	173642	1.7%
8	172007	1.6%
5	165714	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10441840	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	3219333	30.8%
0	2317506	22.2%
-	2088368	20.0%
1	1469694	14.1%
3	312906	3.0%
6	185730	1.8%
9	176718	1.7%
7	173642	1.7%
8	172007	1.6%
5	165714	1.6%

settlementdate_year
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	60.7 MiB

2022	484465
2021	474003
2023	85716

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	4176736
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2021
2nd row	2021
3rd row	2021
4th row	2021
5th row	2021

Common Values

Value	Count	Frequency (%)
2022	484465	46.4%
2021	474003	45.4%
2023	85716	8.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2022	484465	46.4%
2021	474003	45.4%
2023	85716	8.2%

Most occurring characters

Value	Count	Frequency (%)
2	2572833	61.6%
0	1044184	25.0%
1	474003	11.3%
3	85716	2.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4176736	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	2572833	61.6%
0	1044184	25.0%
1	474003	11.3%
3	85716	2.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	4176736	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	2572833	61.6%
0	1044184	25.0%
1	474003	11.3%
3	85716	2.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4176736	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	2572833	61.6%
0	1044184	25.0%
1	474003	11.3%
3	85716	2.1%

settlementdate_month
Real number (ℝ)

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.2551916

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.0 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	6
Q3	10
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	3.7070542
Coefficient of variation (CV)	0.5926364
Kurtosis	-1.4017202
Mean	6.2551916
Median Absolute Deviation (MAD)	4
Skewness	0.034206517
Sum	6531571
Variance	13.742251
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
2	136503	13.1%
1	123805	11.9%
11	106836	10.2%
10	98299	9.4%
12	80393	7.7%
6	76436	7.3%
3	75025	7.2%
8	73766	7.1%
7	72882	7.0%
9	71851	6.9%
Other values (2)	128388	12.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	123805	11.9%
2	136503	13.1%
3	75025	7.2%
4	60734	5.8%
5	67654	6.5%
6	76436	7.3%
7	72882	7.0%
8	73766	7.1%
9	71851	6.9%
10	98299	9.4%

Value	Count	Frequency (%)
12	80393	7.7%
11	106836	10.2%
10	98299	9.4%
9	71851	6.9%
8	73766	7.1%
7	72882	7.0%
6	76436	7.3%
5	67654	6.5%
4	60734	5.8%
3	75025	7.2%

settlementdate_day
Real number (ℝ)

Distinct	31
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.585977

Minimum	1
Maximum	31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.0 MiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	8
median	16
Q3	23
95-th percentile	29
Maximum	31
Range	30
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	8.6495811
Coefficient of variation (CV)	0.55495918
Kurtosis	-1.1634211
Mean	15.585977
Median Absolute Deviation (MAD)	7
Skewness	0.033165395
Sum	16274628
Variance	74.815253
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
11	41509	4.0%
10	39335	3.8%
6	38612	3.7%
9	38535	3.7%
25	38095	3.6%
20	37934	3.6%
19	37631	3.6%
18	36063	3.5%
17	35871	3.4%
16	35478	3.4%
Other values (21)	665121	63.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	31913	3.1%
2	32738	3.1%
3	34981	3.4%
4	32151	3.1%
5	29228	2.8%
6	38612	3.7%
7	34703	3.3%
8	35015	3.4%
9	38535	3.7%
10	39335	3.8%

Value	Count	Frequency (%)
31	18605	1.8%
30	31222	3.0%
29	28701	2.7%
28	27163	2.6%
27	30186	2.9%
26	35204	3.4%
25	38095	3.6%
24	35455	3.4%
23	35357	3.4%
22	30891	3.0%

settlementperiod
Real number (ℝ)

Distinct	48
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.312177

Minimum	1
Maximum	48
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.0 MiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	14
median	25
Q3	37
95-th percentile	46
Maximum	48
Range	47
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	13.415408
Coefficient of variation (CV)	0.52999821
Kurtosis	-1.1432565
Mean	25.312177
Median Absolute Deviation (MAD)	11
Skewness	-0.06490988
Sum	26430570
Variance	179.97318
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
15	27463	2.6%
34	26021	2.5%
16	25881	2.5%
17	25734	2.5%
35	25628	2.5%
14	25280	2.4%
39	24908	2.4%
33	24813	2.4%
38	24729	2.4%
36	24707	2.4%
Other values (38)	789020	75.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	19122	1.8%
2	18308	1.8%
3	17776	1.7%
4	17298	1.7%
5	16980	1.6%
6	16753	1.6%
7	16758	1.6%
8	16570	1.6%
9	16912	1.6%
10	17976	1.7%

Value	Count	Frequency (%)
48	18864	1.8%
47	21557	2.1%
46	20981	2.0%
45	21113	2.0%
44	21692	2.1%
43	22539	2.2%
42	22482	2.2%
41	23375	2.2%
40	23881	2.3%
39	24908	2.4%

BMU ID
Categorical

Distinct	457
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	65.5 MiB

T_MRWD-1	24705
T_WBURB-2	18688
T_GRAI-8	17905
T_WBURB-1	17230
T_CARR-2	16490
Other values (452)	949166

Length

Max length	11
Median length	10
Mean length	8.8012889
Min length	7

Characters and Unicode

Total characters	9190165
Distinct characters	38
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	E_GYAR-1
2nd row	E_SHOS-1
3rd row	T_CDCL-1
4th row	T_MRWD-1
5th row	T_PEMB-11

Common Values

Value	Count	Frequency (%)
T_MRWD-1	24705	2.4%
T_WBURB-2	18688	1.8%
T_GRAI-8	17905	1.7%
T_WBURB-1	17230	1.7%
T_CARR-2	16490	1.6%
T_CDCL-1	15535	1.5%
T_CARR-1	15286	1.5%
T_SHBA-1	14702	1.4%
T_SEAB-1	13808	1.3%
T_GRAI-6	13125	1.3%
Other values (447)	876710	84.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
t_mrwd-1	24705	2.4%
t_wburb-2	18688	1.8%
t_grai-8	17905	1.7%
t_wburb-1	17230	1.7%
t_carr-2	16490	1.6%
t_cdcl-1	15535	1.5%
t_carr-1	15286	1.5%
t_shba-1	14702	1.4%
t_seab-1	13808	1.3%
t_grai-6	13125	1.3%
Other values (447)	876710	84.0%

Most occurring characters

Value	Count	Frequency (%)
_	1175032	12.8%
T	990154	10.8%
-	888308	9.7%
1	616704	6.7%
A	469419	5.1%
R	456794	5.0%
E	412233	4.5%
S	333981	3.6%
2	321084	3.5%
W	302895	3.3%
Other values (28)	3223561	35.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	5675604	61.8%
Decimal Number	1451221	15.8%
Connector Punctuation	1175032	12.8%
Dash Punctuation	888308	9.7%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
T	990154	17.4%
A	469419	8.3%
R	456794	8.0%
E	412233	7.3%
S	333981	5.9%
W	302895	5.3%
B	293433	5.2%
C	291391	5.1%
D	277979	4.9%
L	246672	4.3%
Other values (16)	1600653	28.2%

Decimal Number

Value	Count	Frequency (%)
1	616704	42.5%
2	321084	22.1%
0	266218	18.3%
3	108218	7.5%
4	53337	3.7%
6	29496	2.0%
5	27715	1.9%
8	18051	1.2%
7	10381	0.7%
9	17	< 0.1%

Connector Punctuation

Value	Count	Frequency (%)
_	1175032	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	888308	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5675604	61.8%
Common	3514561	38.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
T	990154	17.4%
A	469419	8.3%
R	456794	8.0%
E	412233	7.3%
S	333981	5.9%
W	302895	5.3%
B	293433	5.2%
C	291391	5.1%
D	277979	4.9%
L	246672	4.3%
Other values (16)	1600653	28.2%

Common

Value	Count	Frequency (%)
_	1175032	33.4%
-	888308	25.3%
1	616704	17.5%
2	321084	9.1%
0	266218	7.6%
3	108218	3.1%
4	53337	1.5%
6	29496	0.8%
5	27715	0.8%
8	18051	0.5%
Other values (2)	10398	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9190165	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
_	1175032	12.8%
T	990154	10.8%
-	888308	9.7%
1	616704	6.7%
A	469419	5.1%
R	456794	5.0%
E	412233	4.5%
S	333981	3.6%
2	321084	3.5%
W	302895	3.3%
Other values (28)	3223561	35.1%

acceptedprice
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	24420
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	104.00159

Minimum	-9999
Maximum	99999
Zeros	58177
Zeros (%)	5.6%
Negative	235137
Negative (%)	22.5%
Memory size	8.0 MiB

Quantile statistics

Minimum	-9999
5-th percentile	-74.58
Q1	0
median	88
Q3	179
95-th percentile	349.9
Maximum	99999
Range	109998
Interquartile range (IQR)	179

Descriptive statistics

Standard deviation	214.475
Coefficient of variation (CV)	2.062228
Kurtosis	45328.406
Mean	104.00159
Median Absolute Deviation (MAD)	88
Skewness	103.54578
Sum	1.085968 × 10⁸
Variance	45999.526
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	58177	5.6%
-56.58	10384	1.0%
-72	9866	0.9%
-67.13	7987	0.8%
50	7359	0.7%
-69.49	7287	0.7%
-8.52	7283	0.7%
-70.97	7179	0.7%
150	7081	0.7%
-75	6952	0.7%
Other values (24410)	914629	87.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-9999	10	< 0.1%
-5024.5	1	< 0.1%
-3203.253333	1	< 0.1%
-999	2	< 0.1%
-500	7	< 0.1%
-285	13	< 0.1%
-252.54	1	< 0.1%
-250	5	< 0.1%
-221.31	1	< 0.1%
-218.86	13	< 0.1%

Value	Count	Frequency (%)
99999	1	< 0.1%
10000	2	< 0.1%
9999	29	< 0.1%
8000	1	< 0.1%
6000	2	< 0.1%
5500	2	< 0.1%
5234.11	1	< 0.1%
5000	4	< 0.1%
4991.5	1	< 0.1%
4950	3	< 0.1%

acceptedvolume
Real number (ℝ)

Distinct	137775
Distinct (%)	13.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.99005659

Minimum	-1220.238
Maximum	1100
Zeros	6468
Zeros (%)	0.6%
Negative	650084
Negative (%)	62.3%
Memory size	8.0 MiB

Quantile statistics

Minimum	-1220.238
5-th percentile	-169.05
Q1	-57.4
median	-13
Q3	14.25
95-th percentile	280
Maximum	1100
Range	2320.238
Interquartile range (IQR)	71.65

Descriptive statistics

Standard deviation	150.36865
Coefficient of variation (CV)	-151.87884
Kurtosis	11.765228
Mean	-0.99005659
Median Absolute Deviation (MAD)	33.002
Skewness	-0.054798678
Sum	-1033801.3
Variance	22610.731
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
230	10014	1.0%
20	9055	0.9%
-25	8179	0.8%
-15	7479	0.7%
-20	6802	0.7%
0	6468	0.6%
16	5909	0.6%
-40	5535	0.5%
-24	5286	0.5%
18	4968	0.5%
Other values (137765)	974489	93.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1220.238	1	< 0.1%
-1195.762	1	< 0.1%
-1180	268	< 0.1%
-1179.984	2	< 0.1%
-1179.95	1	< 0.1%
-1179.016	3	< 0.1%
-1179	21	< 0.1%
-1178.984	1	< 0.1%
-1178.958	1	< 0.1%
-1178.934	1	< 0.1%

Value	Count	Frequency (%)
1100	1	< 0.1%
1066.934	1	< 0.1%
1009.334	1	< 0.1%
925.832	1	< 0.1%
922.98	1	< 0.1%
918.316	1	< 0.1%
897.334	1	< 0.1%
890.334	1	< 0.1%
889	1	< 0.1%
888	6	< 0.1%

BMU Type
Categorical

HIGH CORRELATION IMBALANCE

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	57.8 MiB

T	786496
E	115859
2	115316
V	13761
M	10981

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1044184
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	E
2nd row	E
3rd row	T
4th row	T
5th row	T

Common Values

Value	Count	Frequency (%)
T	786496	75.3%
E	115859	11.1%
2	115316	11.0%
V	13761	1.3%
M	10981	1.1%
C	1771	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
t	786496	75.3%
e	115859	11.1%
2	115316	11.0%
v	13761	1.3%
m	10981	1.1%
c	1771	0.2%

Most occurring characters

Value	Count	Frequency (%)
T	786496	75.3%
E	115859	11.1%
2	115316	11.0%
V	13761	1.3%
M	10981	1.1%
C	1771	0.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	928868	89.0%
Decimal Number	115316	11.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
T	786496	84.7%
E	115859	12.5%
V	13761	1.5%
M	10981	1.2%
C	1771	0.2%

Decimal Number

Value	Count	Frequency (%)
2	115316	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	928868	89.0%
Common	115316	11.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
T	786496	84.7%
E	115859	12.5%
V	13761	1.5%
M	10981	1.2%
C	1771	0.2%

Common

Value	Count	Frequency (%)
2	115316	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1044184	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
T	786496	75.3%
E	115859	11.1%
2	115316	11.0%
V	13761	1.3%
M	10981	1.1%
C	1771	0.2%

BMU Fuel Type
Categorical

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	61.0 MiB

CCGT	464260
WIND	223190
OTHER	144282
PS	72451
NPSHYD	71964
Other values (4)	68037

Length

Max length	7
Median length	4
Mean length	4.242938
Min length	2

Characters and Unicode

Total characters	4430408
Distinct characters	18
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	CCGT
2nd row	CCGT
3rd row	CCGT
4th row	CCGT
5th row	CCGT

Common Values

Value	Count	Frequency (%)
CCGT	464260	44.5%
WIND	223190	21.4%
OTHER	144282	13.8%
PS	72451	6.9%
NPSHYD	71964	6.9%
COAL	21600	2.1%
BIOMASS	20751	2.0%
BATTERY	16037	1.5%
OCGT	9649	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
ccgt	464260	44.5%
wind	223190	21.4%
other	144282	13.8%
ps	72451	6.9%
npshyd	71964	6.9%
coal	21600	2.1%
biomass	20751	2.0%
battery	16037	1.5%
ocgt	9649	0.9%

Most occurring characters

Value	Count	Frequency (%)
C	959769	21.7%
T	650265	14.7%
G	473909	10.7%
N	295154	6.7%
D	295154	6.7%
I	243941	5.5%
W	223190	5.0%
H	216246	4.9%
O	196282	4.4%
S	185917	4.2%
Other values (8)	690581	15.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	4430408	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
C	959769	21.7%
T	650265	14.7%
G	473909	10.7%
N	295154	6.7%
D	295154	6.7%
I	243941	5.5%
W	223190	5.0%
H	216246	4.9%
O	196282	4.4%
S	185917	4.2%
Other values (8)	690581	15.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4430408	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
C	959769	21.7%
T	650265	14.7%
G	473909	10.7%
N	295154	6.7%
D	295154	6.7%
I	243941	5.5%
W	223190	5.0%
H	216246	4.9%
O	196282	4.4%
S	185917	4.2%
Other values (8)	690581	15.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4430408	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
C	959769	21.7%
T	650265	14.7%
G	473909	10.7%
N	295154	6.7%
D	295154	6.7%
I	243941	5.5%
W	223190	5.0%
H	216246	4.9%
O	196282	4.4%
S	185917	4.2%
Other values (8)	690581	15.6%

BMU GSP Group Id
Categorical

Distinct	14
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	58.8 MiB

_P	273878
_M	152010
_D	91581
_B	86586
_J	75069
Other values (9)	365060

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2088368
Distinct characters	15
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	_A
2nd row	_J
3rd row	_B
4th row	_H
5th row	_K

Common Values

Value	Count	Frequency (%)
_P	273878	26.2%
_M	152010	14.6%
_D	91581	8.8%
_B	86586	8.3%
_J	75069	7.2%
_G	69340	6.6%
_N	68166	6.5%
_H	56243	5.4%
_K	51559	4.9%
_L	48596	4.7%
Other values (4)	71156	6.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
p	273878	26.2%
m	152010	14.6%
d	91581	8.8%
b	86586	8.3%
j	75069	7.2%
g	69340	6.6%
n	68166	6.5%
h	56243	5.4%
k	51559	4.9%
l	48596	4.7%
Other values (4)	71156	6.8%

Most occurring characters

Value	Count	Frequency (%)
_	1044184	50.0%
P	273878	13.1%
M	152010	7.3%
D	91581	4.4%
B	86586	4.1%
J	75069	3.6%
G	69340	3.3%
N	68166	3.3%
H	56243	2.7%
K	51559	2.5%
Other values (5)	119752	5.7%

Most occurring categories

Value	Count	Frequency (%)
Connector Punctuation	1044184	50.0%
Uppercase Letter	1044184	50.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
P	273878	26.2%
M	152010	14.6%
D	91581	8.8%
B	86586	8.3%
J	75069	7.2%
G	69340	6.6%
N	68166	6.5%
H	56243	5.4%
K	51559	4.9%
L	48596	4.7%
Other values (4)	71156	6.8%

Connector Punctuation

Value	Count	Frequency (%)
_	1044184	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1044184	50.0%
Latin	1044184	50.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
P	273878	26.2%
M	152010	14.6%
D	91581	8.8%
B	86586	8.3%
J	75069	7.2%
G	69340	6.6%
N	68166	6.5%
H	56243	5.4%
K	51559	4.9%
L	48596	4.7%
Other values (4)	71156	6.8%

Common

Value	Count	Frequency (%)
_	1044184	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2088368	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
_	1044184	50.0%
P	273878	13.1%
M	152010	7.3%
D	91581	4.4%
B	86586	4.1%
J	75069	3.6%
G	69340	3.3%
N	68166	3.3%
H	56243	2.7%
K	51559	2.5%
Other values (5)	119752	5.7%

BMU GSP Group Name
Categorical

Distinct	14
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	73.6 MiB

Northern Scotland	273878
Yorkshire	152010
Merseyside and Northern Wales	91581
East Midlands	86586
South Eastern England	75069
Other values (9)	365060

Length

Max length	29
Median length	21
Mean length	16.872692
Min length	6

Characters and Unicode

Total characters	17618195
Distinct characters	24
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Eastern England
2nd row	South Eastern England
3rd row	East Midlands
4th row	Southern England
5th row	Southern Wales

Common Values

Value	Count	Frequency (%)
Northern Scotland	273878	26.2%
Yorkshire	152010	14.6%
Merseyside and Northern Wales	91581	8.8%
East Midlands	86586	8.3%
South Eastern England	75069	7.2%
North Western England	69340	6.6%
Southern Scotland	68166	6.5%
Southern England	56243	5.4%
Southern Wales	51559	4.9%
South Western England	48596	4.7%
Other values (4)	71156	6.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
northern	365459	15.8%
scotland	342044	14.8%
england	297137	12.9%
southern	175968	7.6%
yorkshire	152010	6.6%
wales	143140	6.2%
south	123665	5.4%
eastern	122958	5.3%
western	117936	5.1%
midlands	100056	4.3%
Other values (6)	366829	15.9%

Most occurring characters

Value	Count	Frequency (%)
n	1929870	11.0%
r	1617195	9.2%
e	1483620	8.4%
t	1421900	8.1%
	1263018	7.2%
o	1252554	7.1%
a	1183502	6.7%
d	1032252	5.9%
s	919318	5.2%
h	890916	5.1%
Other values (14)	4624050	26.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	14139556	80.3%
Uppercase Letter	2215621	12.6%
Space Separator	1263018	7.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	1929870	13.6%
r	1617195	11.4%
e	1483620	10.5%
t	1421900	10.1%
o	1252554	8.9%
a	1183502	8.4%
d	1032252	7.3%
s	919318	6.5%
h	890916	6.3%
l	882377	6.2%
Other values (6)	1526052	10.8%

Uppercase Letter

Value	Count	Frequency (%)
S	641677	29.0%
E	506681	22.9%
N	439273	19.8%
W	274546	12.4%
M	191637	8.6%
Y	152010	6.9%
L	9797	0.4%

Space Separator

Value	Count	Frequency (%)
	1263018	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	16355177	92.8%
Common	1263018	7.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	1929870	11.8%
r	1617195	9.9%
e	1483620	9.1%
t	1421900	8.7%
o	1252554	7.7%
a	1183502	7.2%
d	1032252	6.3%
s	919318	5.6%
h	890916	5.4%
l	882377	5.4%
Other values (13)	3741673	22.9%

Common

Value	Count	Frequency (%)
	1263018	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	17618195	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	1929870	11.0%
r	1617195	9.2%
e	1483620	8.4%
t	1421900	8.1%
	1263018	7.2%
o	1252554	7.1%
a	1183502	6.7%
d	1032252	5.9%
s	919318	5.2%
h	890916	5.1%
Other values (14)	4624050	26.2%

LOC LAT
Real number (ℝ)

Distinct	234
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	54.049819

Minimum	50.388495
Maximum	58.895244
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.0 MiB

Quantile statistics

Minimum	50.388495
5-th percentile	51.054754
Q1	52.395484
median	53.436959
Q3	56.26201
95-th percentile	57.697434
Maximum	58.895244
Range	8.5067489
Interquartile range (IQR)	3.8665258

Descriptive statistics

Standard deviation	2.2177816
Coefficient of variation (CV)	0.041032175
Kurtosis	-0.97417629
Mean	54.049819
Median Absolute Deviation (MAD)	1.7739817
Skewness	0.44192374
Sum	56437956
Variance	4.9185552
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
53.36027054	49378	4.7%
51.44354566	40896	3.9%
51.68300308	34173	3.3%
53.43695862	31776	3.0%
53.11937787	30516	2.9%
53.23161426	28579	2.7%
53.07515403	26922	2.6%
53.7351875	26711	2.6%
50.89883051	24705	2.4%
53.60245366	22670	2.2%
Other values (224)	727858	69.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
50.38849516	12273	1.2%
50.39684184	44	< 0.1%
50.59074232	137	< 0.1%
50.62314342	363	< 0.1%
50.70742187	13	< 0.1%
50.726363	689	0.1%
50.74625917	36	< 0.1%
50.82951064	8791	0.8%
50.89883051	24705	2.4%
50.95594428	378	< 0.1%

Value	Count	Frequency (%)
58.89524403	6714	0.6%
58.568706	4021	0.4%
58.51031322	6713	0.6%
58.447304	10	< 0.1%
58.43441752	4391	0.4%
58.40769912	58	< 0.1%
58.35706796	47	< 0.1%
58.35051379	913	0.1%
58.11242322	3425	0.3%
58.11217999	8061	0.8%

LOC LONG
Real number (ℝ)

Distinct	234
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-2.4029337

Minimum	-6.4179968
Maximum	2.2416223
Zeros	0
Zeros (%)	0.0%
Negative	948984
Negative (%)	90.9%
Memory size	8.0 MiB

Quantile statistics

Minimum	-6.4179968
5-th percentile	-4.9948654
Q1	-4.0210241
median	-2.670153
Q3	-0.81350495
95-th percentile	0.69090647
Maximum	2.2416223
Range	8.6596191
Interquartile range (IQR)	3.2075191

Descriptive statistics

Standard deviation	1.8466249
Coefficient of variation (CV)	-0.76848765
Kurtosis	-1.2189913
Mean	-2.4029337
Median Absolute Deviation (MAD)	1.6753139
Skewness	0.14733934
Sum	-2509104.9
Variance	3.4100235
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.8135049481	49378	4.7%
0.7077745465	40896	3.9%
-4.994865371	34173	3.3%
-2.408211725	31776	3.0%
-4.113995377	30516	2.9%
-3.081947146	28579	2.7%
-0.8561335864	26922	2.6%
-0.2432812093	26711	2.6%
-1.437187376	24705	2.4%
-0.1448286987	22670	2.2%
Other values (224)	727858	69.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-6.417996762	4925	0.5%
-5.624398433	5	< 0.1%
-5.622701519	280	< 0.1%
-5.601716691	137	< 0.1%
-5.576595803	3675	0.4%
-5.463966049	36	< 0.1%
-5.239121201	113	< 0.1%
-5.219652997	20	< 0.1%
-5.211471776	2561	0.2%
-5.123928965	1812	0.2%

Value	Count	Frequency (%)
2.241622324	1406	0.1%
1.91735627	116	< 0.1%
1.733725011	2643	0.3%
1.6334	115	< 0.1%
1.5927	96	< 0.1%
1.395866736	10	< 0.1%
1.260268241	141	< 0.1%
1.169993728	287	< 0.1%
1.1464	10	< 0.1%
0.9101120819	2395	0.2%

GSP LOC Center
Categorical

Distinct	14
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	65.8 MiB

Kingussie	180316
Leadhills	152825
Goole	128044
Milnthorpe	96299
Pentre-llyn-cymmer	80958
Other values (9)	405742

Length

Max length	18
Median length	15
Mean length	9.064684
Min length	5

Characters and Unicode

Total characters	9465198
Distinct characters	32
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Grantham
2nd row	Leadhills
3rd row	Milnthorpe
4th row	Leadhills
5th row	Newmarket

Common Values

Value	Count	Frequency (%)
Kingussie	180316	17.3%
Leadhills	152825	14.6%
Goole	128044	12.3%
Milnthorpe	96299	9.2%
Pentre-llyn-cymmer	80958	7.8%
Newmarket	78580	7.5%
Grantham	68704	6.6%
Andover	59137	5.7%
Bromsgrove	56342	5.4%
Brynamman	52381	5.0%
Other values (4)	90598	8.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
kingussie	180316	17.2%
leadhills	152825	14.6%
goole	128044	12.2%
milnthorpe	96299	9.2%
pentre-llyn-cymmer	80958	7.7%
newmarket	78580	7.5%
grantham	68704	6.6%
andover	59137	5.6%
bromsgrove	56342	5.4%
brynamman	52381	5.0%
Other values (5)	94204	9.0%

Most occurring characters

Value	Count	Frequency (%)
e	1118057	11.8%
l	830695	8.8%
n	689298	7.3%
r	664354	7.0%
i	658422	7.0%
o	577025	6.1%
s	573405	6.1%
m	515364	5.4%
a	511834	5.4%
t	324541	3.4%
Other values (22)	3002203	31.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	8251886	87.2%
Uppercase Letter	1047790	11.1%
Dash Punctuation	161916	1.7%
Space Separator	3606	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1118057	13.5%
l	830695	10.1%
n	689298	8.4%
r	664354	8.1%
i	658422	8.0%
o	577025	7.0%
s	573405	6.9%
m	515364	6.2%
a	511834	6.2%
t	324541	3.9%
Other values (11)	1788891	21.7%

Uppercase Letter

Value	Count	Frequency (%)
G	196748	18.8%
L	194757	18.6%
K	180316	17.2%
B	112329	10.7%
M	96299	9.2%
P	80958	7.7%
N	78580	7.5%
A	62743	6.0%
F	45060	4.3%

Dash Punctuation

Value	Count	Frequency (%)
-	161916	100.0%

Space Separator

Value	Count	Frequency (%)
	3606	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	9299676	98.3%
Common	165522	1.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1118057	12.0%
l	830695	8.9%
n	689298	7.4%
r	664354	7.1%
i	658422	7.1%
o	577025	6.2%
s	573405	6.2%
m	515364	5.5%
a	511834	5.5%
t	324541	3.5%
Other values (20)	2836681	30.5%

Common

Value	Count	Frequency (%)
-	161916	97.8%
	3606	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9465198	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1118057	11.8%
l	830695	8.8%
n	689298	7.3%
r	664354	7.0%
i	658422	7.0%
o	577025	6.1%
s	573405	6.1%
m	515364	5.4%
a	511834	5.4%
t	324541	3.4%
Other values (22)	3002203	31.7%

LOC Center LAT
Real number (ℝ)

Distinct	14
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	53.895136

Minimum	50.964658
Maximum	57.229009
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.0 MiB

Quantile statistics

Minimum	50.964658
5-th percentile	51.054754
Q1	52.247547
median	53.716633
Q3	55.469264
95-th percentile	57.229009
Maximum	57.229009
Range	6.2643514
Interquartile range (IQR)	3.2217173

Descriptive statistics

Standard deviation	2.0090187
Coefficient of variation (CV)	0.037276438
Kurtosis	-1.0023253
Mean	53.895136
Median Absolute Deviation (MAD)	1.7526309
Skewness	0.35541605
Sum	56276439
Variance	4.0361563
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
57.22900924	180316	17.3%
55.4692643	152825	14.6%
53.71663341	128044	12.3%
54.26413775	96299	9.2%
53.1695536	80958	7.8%
52.24754696	78580	7.5%
52.91250382	68704	6.6%
51.21098811	59137	5.7%
52.35337947	56342	5.4%
51.81187955	52381	5.0%
Other values (4)	90598	8.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
50.9646578	34653	3.3%
51.05475387	45060	4.3%
51.21098811	59137	5.7%
51.51160622	7279	0.7%
51.81187955	52381	5.0%
52.24754696	78580	7.5%
52.35337947	56342	5.4%
52.91250382	68704	6.6%
53.1695536	80958	7.8%
53.71663341	128044	12.3%

Value	Count	Frequency (%)
57.22900924	180316	17.3%
55.4692643	152825	14.6%
54.70866395	3606	0.3%
54.26413775	96299	9.2%
53.71663341	128044	12.3%
53.1695536	80958	7.8%
52.91250382	68704	6.6%
52.35337947	56342	5.4%
52.24754696	78580	7.5%
51.81187955	52381	5.0%

LOC Center LONG
Real number (ℝ)

Distinct	14
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-2.4034157

Minimum	-4.0788193
Maximum	0.44603763
Zeros	0
Zeros (%)	0.0%
Negative	920544
Negative (%)	88.2%
Memory size	8.0 MiB

Quantile statistics

Minimum	-4.0788193
5-th percentile	-4.0788193
Q1	-3.7678929
median	-2.7680731
Q3	-0.87357086
95-th percentile	0.39405658
Maximum	0.44603763
Range	4.5248569
Interquartile range (IQR)	2.894322

Descriptive statistics

Standard deviation	1.5963109
Coefficient of variation (CV)	-0.66418428
Kurtosis	-1.2622106
Mean	-2.4034157
Median Absolute Deviation (MAD)	1.2745713
Skewness	0.5044734
Sum	-2509608.2
Variance	2.5482085
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
-4.078819251	180316	17.3%
-3.736325087	152825	14.6%
-0.8735708584	128044	12.3%
-2.768073086	96299	9.2%
-3.544258467	80958	7.8%
0.3940565826	78580	7.5%
-0.6437712585	68704	6.6%
-1.493501823	59137	5.7%
-2.062962237	56342	5.4%
-3.86639887	52381	5.0%
Other values (4)	90598	8.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-4.078819251	180316	17.3%
-3.86639887	52381	5.0%
-3.767892866	34653	3.3%
-3.736325087	152825	14.6%
-3.544258467	80958	7.8%
-2.768073086	96299	9.2%
-2.062962237	56342	5.4%
-1.671818006	3606	0.3%
-1.493501823	59137	5.7%
-0.8735708584	128044	12.3%

Value	Count	Frequency (%)
0.4460376274	45060	4.3%
0.3940565826	78580	7.5%
-0.127985862	7279	0.7%
-0.6437712585	68704	6.6%
-0.8735708584	128044	12.3%
-1.493501823	59137	5.7%
-1.671818006	3606	0.3%
-2.062962237	56342	5.4%
-2.768073086	96299	9.2%
-3.544258467	80958	7.8%

BMU Party ID
Categorical

Distinct	125
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	77.5 MiB

Uniper UK Limited	116884
SSE Generation Ltd	98415
RWE Generation UK plc	93970
Statkraft Markets Gmbh	51806
West Burton B Limited	48479
Other values (120)	634630

Length

Max length	31
Median length	28
Mean length	20.823359
Min length	4

Characters and Unicode

Total characters	21743418
Distinct characters	56
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	RWE Generation UK plc
2nd row	VPI Power Limited
3rd row	Uniper UK Limited
4th row	Marchwood Power Limited
5th row	RWE Generation UK plc

Common Values

Value	Count	Frequency (%)
Uniper UK Limited	116884	11.2%
SSE Generation Ltd	98415	9.4%
RWE Generation UK plc	93970	9.0%
Statkraft Markets Gmbh	51806	5.0%
West Burton B Limited	48479	4.6%
First Hydro Company	38547	3.7%
Conrad Energy (Trading)	35598	3.4%
EP UK INVESTMENTS LIMITED	34943	3.3%
Carrington Power Ltd	31776	3.0%
SCCL	26711	2.6%
Other values (115)	467055	44.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
limited	481603	14.0%
uk	290222	8.4%
ltd	264958	7.7%
generation	211127	6.1%
power	177516	5.2%
energy	119960	3.5%
uniper	116884	3.4%
sse	112886	3.3%
rwe	94149	2.7%
plc	94028	2.7%
Other values (181)	1471722	42.8%

Most occurring characters

Value	Count	Frequency (%)
	2390871	11.0%
e	1942067	8.9%
i	1622515	7.5%
t	1492615	6.9%
r	1413316	6.5%
n	1215191	5.6%
a	1024748	4.7%
d	1023380	4.7%
o	844369	3.9%
L	819692	3.8%
Other values (46)	7954654	36.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	14229362	65.4%
Uppercase Letter	4967900	22.8%
Space Separator	2390871	11.0%
Close Punctuation	70236	0.3%
Open Punctuation	70236	0.3%
Other Punctuation	10360	< 0.1%
Decimal Number	4453	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1942067	13.6%
i	1622515	11.4%
t	1492615	10.5%
r	1413316	9.9%
n	1215191	8.5%
a	1024748	7.2%
d	1023380	7.2%
o	844369	5.9%
m	763133	5.4%
p	340170	2.4%
Other values (14)	2547858	17.9%

Uppercase Letter

Value	Count	Frequency (%)
L	819692	16.5%
E	518185	10.4%
S	499012	10.0%
U	409552	8.2%
P	301906	6.1%
K	299663	6.0%
G	288787	5.8%
W	271882	5.5%
C	243367	4.9%
M	183401	3.7%
Other values (14)	1132453	22.8%

Decimal Number

Value	Count	Frequency (%)
2	3141	70.5%
1	1072	24.1%
3	240	5.4%

Other Punctuation

Value	Count	Frequency (%)
.	9005	86.9%
&	1355	13.1%

Space Separator

Value	Count	Frequency (%)
	2390871	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	70236	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	70236	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	19197262	88.3%
Common	2546156	11.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1942067	10.1%
i	1622515	8.5%
t	1492615	7.8%
r	1413316	7.4%
n	1215191	6.3%
a	1024748	5.3%
d	1023380	5.3%
o	844369	4.4%
L	819692	4.3%
m	763133	4.0%
Other values (38)	7036236	36.7%

Common

Value	Count	Frequency (%)
	2390871	93.9%
)	70236	2.8%
(	70236	2.8%
.	9005	0.4%
2	3141	0.1%
&	1355	0.1%
1	1072	< 0.1%
3	240	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21743418	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2390871	11.0%
e	1942067	8.9%
i	1622515	7.5%
t	1492615	6.9%
r	1413316	6.5%
n	1215191	5.6%
a	1024748	4.7%
d	1023380	4.7%
o	844369	3.9%
L	819692	3.8%
Other values (46)	7954654	36.6%

BMU Party Name
Categorical

Distinct	125
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	62.9 MiB

EECL	116884
SSEGEN	98415
INNOGY01	93970
STATKRA1	51806
WESTBURB	48479
Other values (120)	634630

Length

Max length	8
Median length	7
Mean length	6.2028991
Min length	2

Characters and Unicode

Total characters	6476968
Distinct characters	34
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	INNOGY01
2nd row	SPGEN01
3rd row	EECL
4th row	MPL
5th row	INNOGY01

Common Values

Value	Count	Frequency (%)
EECL	116884	11.2%
SSEGEN	98415	9.4%
INNOGY01	93970	9.0%
STATKRA1	51806	5.0%
WESTBURB	48479	4.6%
FSTHYDRO	38547	3.7%
CONRAD	35598	3.4%
EPUKI	34943	3.3%
CARRINGT	31776	3.0%
SALTEND	26711	2.6%
Other values (115)	467055	44.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
eecl	116884	11.2%
ssegen	98415	9.4%
innogy01	93970	9.0%
statkra1	51806	5.0%
westburb	48479	4.6%
fsthydro	38547	3.7%
conrad	35598	3.4%
epuki	34943	3.3%
carringt	31776	3.0%
saltend	26711	2.6%
Other values (115)	467055	44.7%

Most occurring characters

Value	Count	Frequency (%)
E	777534	12.0%
S	573174	8.8%
N	522282	8.1%
R	427294	6.6%
L	405756	6.3%
A	371416	5.7%
T	342458	5.3%
C	320965	5.0%
G	317874	4.9%
O	260784	4.0%
Other values (24)	2157431	33.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	6015861	92.9%
Decimal Number	461107	7.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	777534	12.9%
S	573174	9.5%
N	522282	8.7%
R	427294	7.1%
L	405756	6.7%
A	371416	6.2%
T	342458	5.7%
C	320965	5.3%
G	317874	5.3%
O	260784	4.3%
Other values (15)	1696324	28.2%

Decimal Number

Value	Count	Frequency (%)
1	223739	48.5%
0	206924	44.9%
2	17251	3.7%
6	6112	1.3%
3	4597	1.0%
7	1898	0.4%
5	241	0.1%
9	223	< 0.1%
8	122	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6015861	92.9%
Common	461107	7.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	777534	12.9%
S	573174	9.5%
N	522282	8.7%
R	427294	7.1%
L	405756	6.7%
A	371416	6.2%
T	342458	5.7%
C	320965	5.3%
G	317874	5.3%
O	260784	4.3%
Other values (15)	1696324	28.2%

Common

Value	Count	Frequency (%)
1	223739	48.5%
0	206924	44.9%
2	17251	3.7%
6	6112	1.3%
3	4597	1.0%
7	1898	0.4%
5	241	0.1%
9	223	< 0.1%
8	122	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6476968	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
E	777534	12.0%
S	573174	8.8%
N	522282	8.1%
R	427294	6.6%
L	405756	6.3%
A	371416	5.7%
T	342458	5.3%
C	320965	5.0%
G	317874	4.9%
O	260784	4.0%
Other values (24)	2157431	33.3%

Trading Unit
Categorical

HIGH CORRELATION MISSING

Distinct	38
Distinct (%)	< 0.1%
Missing	416890
Missing (%)	39.9%
Memory size	57.2 MiB

West Burton A&B Power Stations	49378
DEFAULT__P	46654
GRAIN PS TRADING UNIT	41090
Pembroke Power Station	34173
DEFAULT__G	32320
Other values (33)	423679

Length

Max length	30
Median length	25
Mean length	17.312255
Min length	8

Characters and Unicode

Total characters	10859874
Distinct characters	52
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Pembroke Power Station
2nd row	SALTEND1
3rd row	SOUTH HUMBER BANK P/S.
4th row	GRAIN PS TRADING UNIT
5th row	GRAIN PS TRADING UNIT

Common Values

Value	Count	Frequency (%)
West Burton A&B Power Stations	49378	4.7%
DEFAULT__P	46654	4.5%
GRAIN PS TRADING UNIT	41090	3.9%
Pembroke Power Station	34173	3.3%
DEFAULT__G	32320	3.1%
DINORWIG	30516	2.9%
CONNAHS QUAY PS TRADING UNIT	28579	2.7%
Staythorpe Power Station	26922	2.6%
SALTEND1	26711	2.6%
SOUTH HUMBER BANK P/S.	22670	2.2%
Other values (28)	288281	27.6%
(Missing)	416890	39.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
power	211256	13.3%
station	161878	10.2%
trading	110545	6.9%
unit	110545	6.9%
ps	91563	5.8%
west	49378	3.1%
a&b	49378	3.1%
stations	49378	3.1%
burton	49378	3.1%
default__p	46654	2.9%
Other values (46)	661553	41.6%

Most occurring characters

Value	Count	Frequency (%)
	964212	8.9%
t	634806	5.8%
o	550368	5.1%
A	530047	4.9%
T	479922	4.4%
S	467505	4.3%
_	432142	4.0%
P	416266	3.8%
a	402236	3.7%
U	400535	3.7%
Other values (42)	5581835	51.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	5332584	49.1%
Lowercase Letter	4009507	36.9%
Space Separator	964212	8.9%
Connector Punctuation	432142	4.0%
Other Punctuation	94718	0.9%
Decimal Number	26711	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	634806	15.8%
o	550368	13.7%
a	402236	10.0%
e	400220	10.0%
r	390898	9.7%
n	376783	9.4%
i	328256	8.2%
w	194977	4.9%
s	118115	2.9%
u	66742	1.7%
Other values (13)	546106	13.6%

Uppercase Letter

Value	Count	Frequency (%)
A	530047	9.9%
T	479922	9.0%
S	467505	8.8%
P	416266	7.8%
U	400535	7.5%
D	392799	7.4%
N	364739	6.8%
E	312540	5.9%
I	280782	5.3%
L	268283	5.0%
Other values (13)	1419166	26.6%

Other Punctuation

Value	Count	Frequency (%)
&	49378	52.1%
.	22670	23.9%
/	22670	23.9%

Space Separator

Value	Count	Frequency (%)
	964212	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	432142	100.0%

Decimal Number

Value	Count	Frequency (%)
1	26711	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	9342091	86.0%
Common	1517783	14.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	634806	6.8%
o	550368	5.9%
A	530047	5.7%
T	479922	5.1%
S	467505	5.0%
P	416266	4.5%
a	402236	4.3%
U	400535	4.3%
e	400220	4.3%
D	392799	4.2%
Other values (36)	4667387	50.0%

Common

Value	Count	Frequency (%)
	964212	63.5%
_	432142	28.5%
&	49378	3.3%
1	26711	1.8%
.	22670	1.5%
/	22670	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10859874	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	964212	8.9%
t	634806	5.8%
o	550368	5.1%
A	530047	4.9%
T	479922	4.4%
S	467505	4.3%
_	432142	4.0%
P	416266	3.8%
a	402236	3.7%
U	400535	3.7%
Other values (42)	5581835	51.4%

PC Flag
Categorical

HIGH CORRELATION MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	907900
Missing (%)	86.9%
Memory size	37.0 MiB

Consumption (C)	82542
Production (P)	53742

Length

Max length	15
Median length	15
Mean length	14.605662
Min length	14

Characters and Unicode

Total characters	1990518
Distinct characters	16
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Consumption (C)
2nd row	Consumption (C)
3rd row	Consumption (C)
4th row	Consumption (C)
5th row	Consumption (C)

Common Values

Value	Count	Frequency (%)
Consumption (C)	82542	7.9%
Production (P)	53742	5.1%
(Missing)	907900	86.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
consumption	82542	30.3%
c	82542	30.3%
production	53742	19.7%
p	53742	19.7%

Most occurring characters

Value	Count	Frequency (%)
o	272568	13.7%
n	218826	11.0%
C	165084	8.3%
u	136284	6.8%
t	136284	6.8%
i	136284	6.8%
	136284	6.8%
(	136284	6.8%
)	136284	6.8%
P	107484	5.4%
Other values (6)	408852	20.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1309098	65.8%
Uppercase Letter	272568	13.7%
Space Separator	136284	6.8%
Open Punctuation	136284	6.8%
Close Punctuation	136284	6.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	272568	20.8%
n	218826	16.7%
u	136284	10.4%
t	136284	10.4%
i	136284	10.4%
s	82542	6.3%
m	82542	6.3%
p	82542	6.3%
r	53742	4.1%
d	53742	4.1%

Uppercase Letter

Value	Count	Frequency (%)
C	165084	60.6%
P	107484	39.4%

Space Separator

Value	Count	Frequency (%)
	136284	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	136284	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	136284	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1581666	79.5%
Common	408852	20.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	272568	17.2%
n	218826	13.8%
C	165084	10.4%
u	136284	8.6%
t	136284	8.6%
i	136284	8.6%
P	107484	6.8%
s	82542	5.2%
m	82542	5.2%
p	82542	5.2%
Other values (3)	161226	10.2%

Common

Value	Count	Frequency (%)
	136284	33.3%
(	136284	33.3%
)	136284	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1990518	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	272568	13.7%
n	218826	11.0%
C	165084	8.3%
u	136284	6.8%
t	136284	6.8%
i	136284	6.8%
	136284	6.8%
(	136284	6.8%
)	136284	6.8%
P	107484	5.4%
Other values (6)	408852	20.5%

PC Status
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	70.9 MiB

Production (P)	828612
Consumption (C)	215572

Length

Max length	15
Median length	14
Mean length	14.20645
Min length	14

Characters and Unicode

Total characters	14834148
Distinct characters	16
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Production (P)
2nd row	Production (P)
3rd row	Production (P)
4th row	Production (P)
5th row	Production (P)

Common Values

Value	Count	Frequency (%)
Production (P)	828612	79.4%
Consumption (C)	215572	20.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
production	828612	39.7%
p	828612	39.7%
consumption	215572	10.3%
c	215572	10.3%

Most occurring characters

Value	Count	Frequency (%)
o	2088368	14.1%
P	1657224	11.2%
n	1259756	8.5%
u	1044184	7.0%
t	1044184	7.0%
i	1044184	7.0%
	1044184	7.0%
(	1044184	7.0%
)	1044184	7.0%
r	828612	5.6%
Other values (6)	2735084	18.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	9613228	64.8%
Uppercase Letter	2088368	14.1%
Space Separator	1044184	7.0%
Open Punctuation	1044184	7.0%
Close Punctuation	1044184	7.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	2088368	21.7%
n	1259756	13.1%
u	1044184	10.9%
t	1044184	10.9%
i	1044184	10.9%
r	828612	8.6%
d	828612	8.6%
c	828612	8.6%
s	215572	2.2%
m	215572	2.2%

Uppercase Letter

Value	Count	Frequency (%)
P	1657224	79.4%
C	431144	20.6%

Space Separator

Value	Count	Frequency (%)
	1044184	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1044184	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1044184	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	11701596	78.9%
Common	3132552	21.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	2088368	17.8%
P	1657224	14.2%
n	1259756	10.8%
u	1044184	8.9%
t	1044184	8.9%
i	1044184	8.9%
r	828612	7.1%
d	828612	7.1%
c	828612	7.1%
C	431144	3.7%
Other values (3)	646716	5.5%

Common

Value	Count	Frequency (%)
	1044184	33.3%
(	1044184	33.3%
)	1044184	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	14834148	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	2088368	14.1%
P	1657224	11.2%
n	1259756	8.5%
u	1044184	7.0%
t	1044184	7.0%
i	1044184	7.0%
	1044184	7.0%
(	1044184	7.0%
)	1044184	7.0%
r	828612	5.6%
Other values (6)	2735084	18.4%

Transmission Loss Factor
Real number (ℝ)

Distinct	151
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.0045813018

Minimum	-0.0522058
Maximum	0.0315465
Zeros	0
Zeros (%)	0.0%
Negative	486566
Negative (%)	46.6%
Memory size	8.0 MiB

Quantile statistics

Minimum	-0.0522058
5-th percentile	-0.0522058
Q1	-0.0188698
median	0.0037283
Q3	0.0119312
95-th percentile	0.0314595
Maximum	0.0315465
Range	0.0837523
Interquartile range (IQR)	0.030801

Descriptive statistics

Standard deviation	0.025210036
Coefficient of variation (CV)	-5.5028105
Kurtosis	-0.85592377
Mean	-0.0045813018
Median Absolute Deviation (MAD)	0.0145163
Skewness	-0.55078214
Sum	-4783.722
Variance	0.0006355459
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.0398132	127521	12.2%
-0.0522058	88914	8.5%
0.0118813	65854	6.3%
0.0044415	56372	5.4%
0.0037283	55650	5.3%
0.0100104	55223	5.3%
-0.0060379	50385	4.8%
-0.0090952	43753	4.2%
-0.010788	43384	4.2%
0.0229594	36681	3.5%
Other values (141)	420447	40.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.0522058	88914	8.5%
-0.0399698	49	< 0.1%
-0.0398132	127521	12.2%
-0.0381051	23094	2.2%
-0.0374553	409	< 0.1%
-0.037195	69	< 0.1%
-0.0351173	4838	0.5%
-0.029104	767	0.1%
-0.0261238	1783	0.2%
-0.0242162	328	< 0.1%

Value	Count	Frequency (%)
0.0315465	24734	2.4%
0.0314595	29226	2.8%
0.0309432	2356	0.2%
0.0298018	20210	1.9%
0.0250176	21510	2.1%
0.0241869	26279	2.5%
0.0238107	5982	0.6%
0.0237533	228	< 0.1%
0.0229594	36681	3.5%
0.0229315	7981	0.8%

Generation Capacity
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	298
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	333.10854

Minimum	0
Maximum	1283
Zeros	23453
Zeros (%)	2.2%
Negative	0
Negative (%)	0.0%
Memory size	8.0 MiB

Quantile statistics

Minimum	0
5-th percentile	15
Q1	49
median	320
Q3	470
95-th percentile	920
Maximum	1283
Range	1283
Interquartile range (IQR)	421

Descriptive statistics

Standard deviation	306.60313
Coefficient of variation (CV)	0.9204301
Kurtosis	0.024061289
Mean	333.10854
Median Absolute Deviation (MAD)	251
Skewness	0.84339077
Sum	3.4782661 × 10⁸
Variance	94005.477
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
470	80430	7.7%
20	46044	4.4%
468	40896	3.9%
475	34173	3.3%
50	31718	3.0%
320	30516	2.9%
464	26922	2.6%
920	24705	2.4%
810	24478	2.3%
0	23453	2.2%
Other values (288)	680849	65.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	23453	2.2%
2	11	< 0.1%
4	396	< 0.1%
4.7	6	< 0.1%
5	945	0.1%
5.88	1909	0.2%
6	4590	0.4%
6.121	145	< 0.1%
7.12	686	0.1%
7.125	3	< 0.1%

Value	Count	Frequency (%)
1283	9187	0.9%
1206.288	26	< 0.1%
1206.28	28	< 0.1%
1200	12164	1.2%
950	11462	1.1%
920	24705	2.4%
905	12273	1.2%
870.616	329	< 0.1%
848.891	27	< 0.1%
830	13808	1.3%

Demand Capacity
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	172
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-22.881558

Minimum	-366.184
Maximum	0
Zeros	206022
Zeros (%)	19.7%
Negative	838162
Negative (%)	80.3%
Memory size	8.0 MiB

Quantile statistics

Minimum	-366.184
5-th percentile	-134
Q1	-15
median	-10
Q3	-1
95-th percentile	0
Maximum	0
Range	366.184
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	54.985382
Coefficient of variation (CV)	-2.4030436
Kurtosis	16.136517
Mean	-22.881558
Median Absolute Deviation (MAD)	8.9
Skewness	-4.0004655
Sum	-23892557
Variance	3023.3922
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	206022	19.7%
-10	109277	10.5%
-1	72661	7.0%
-2	61887	5.9%
-11	56862	5.4%
-15	56015	5.4%
-14	45976	4.4%
-20	41854	4.0%
-12	34108	3.3%
-60	29966	2.9%
Other values (162)	329556	31.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-366.184	268	< 0.1%
-302.2	4807	0.5%
-299	7127	0.7%
-294	18582	1.8%
-156	16540	1.6%
-134	13656	1.3%
-120	3708	0.4%
-100	24	< 0.1%
-75	8031	0.8%
-70	138	< 0.1%

Value	Count	Frequency (%)
0	206022	19.7%
-0.074	716	0.1%
-0.08	102	< 0.1%
-0.088	139	< 0.1%
-0.1	10106	1.0%
-0.12	20	< 0.1%
-0.14	316	< 0.1%
-0.16	705	0.1%
-0.2	8928	0.9%
-0.26	391	< 0.1%

Exempt Export Flag
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	65.6 MiB

False (F)	921542
True (T)	122642

Length

Max length	9
Median length	9
Mean length	8.8825475
Min length	8

Characters and Unicode

Total characters	9275014
Distinct characters	11
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	False (F)
2nd row	False (F)
3rd row	False (F)
4th row	False (F)
5th row	False (F)

Common Values

Value	Count	Frequency (%)
False (F)	921542	88.3%
True (T)	122642	11.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
false	921542	44.1%
f	921542	44.1%
true	122642	5.9%
t	122642	5.9%

Most occurring characters

Value	Count	Frequency (%)
F	1843084	19.9%
e	1044184	11.3%
	1044184	11.3%
(	1044184	11.3%
)	1044184	11.3%
a	921542	9.9%
l	921542	9.9%
s	921542	9.9%
T	245284	2.6%
r	122642	1.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4054094	43.7%
Uppercase Letter	2088368	22.5%
Space Separator	1044184	11.3%
Open Punctuation	1044184	11.3%
Close Punctuation	1044184	11.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1044184	25.8%
a	921542	22.7%
l	921542	22.7%
s	921542	22.7%
r	122642	3.0%
u	122642	3.0%

Uppercase Letter

Value	Count	Frequency (%)
F	1843084	88.3%
T	245284	11.7%

Space Separator

Value	Count	Frequency (%)
	1044184	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1044184	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1044184	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6142462	66.2%
Common	3132552	33.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
F	1843084	30.0%
e	1044184	17.0%
a	921542	15.0%
l	921542	15.0%
s	921542	15.0%
T	245284	4.0%
r	122642	2.0%
u	122642	2.0%

Common

Value	Count	Frequency (%)
	1044184	33.3%
(	1044184	33.3%
)	1044184	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9275014	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
F	1843084	19.9%
e	1044184	11.3%
	1044184	11.3%
(	1044184	11.3%
)	1044184	11.3%
a	921542	9.9%
l	921542	9.9%
s	921542	9.9%
T	245284	2.6%
r	122642	1.3%

Base TU Flag
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	65.5 MiB

False (F)	828113
True (T)	216071

Length

Max length	9
Median length	9
Mean length	8.7930719
Min length	8

Characters and Unicode

Total characters	9181585
Distinct characters	11
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	False (F)
2nd row	False (F)
3rd row	False (F)
4th row	False (F)
5th row	False (F)

Common Values

Value	Count	Frequency (%)
False (F)	828113	79.3%
True (T)	216071	20.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
false	828113	39.7%
f	828113	39.7%
true	216071	10.3%
t	216071	10.3%

Most occurring characters

Value	Count	Frequency (%)
F	1656226	18.0%
e	1044184	11.4%
	1044184	11.4%
(	1044184	11.4%
)	1044184	11.4%
a	828113	9.0%
l	828113	9.0%
s	828113	9.0%
T	432142	4.7%
r	216071	2.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3960665	43.1%
Uppercase Letter	2088368	22.7%
Space Separator	1044184	11.4%
Open Punctuation	1044184	11.4%
Close Punctuation	1044184	11.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1044184	26.4%
a	828113	20.9%
l	828113	20.9%
s	828113	20.9%
r	216071	5.5%
u	216071	5.5%

Uppercase Letter

Value	Count	Frequency (%)
F	1656226	79.3%
T	432142	20.7%

Space Separator

Value	Count	Frequency (%)
	1044184	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1044184	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1044184	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6049033	65.9%
Common	3132552	34.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
F	1656226	27.4%
e	1044184	17.3%
a	828113	13.7%
l	828113	13.7%
s	828113	13.7%
T	432142	7.1%
r	216071	3.6%
u	216071	3.6%

Common

Value	Count	Frequency (%)
	1044184	33.3%
(	1044184	33.3%
)	1044184	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9181585	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
F	1656226	18.0%
e	1044184	11.4%
	1044184	11.4%
(	1044184	11.4%
)	1044184	11.4%
a	828113	9.0%
l	828113	9.0%
s	828113	9.0%
T	432142	4.7%
r	216071	2.4%

FPN Flag
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	64.7 MiB

True (T)	1038316
False (F)	5868

Length

Max length	9
Median length	8
Mean length	8.0056197
Min length	8

Characters and Unicode

Total characters	8359340
Distinct characters	11
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	True (T)
2nd row	True (T)
3rd row	True (T)
4th row	True (T)
5th row	True (T)

Common Values

Value	Count	Frequency (%)
True (T)	1038316	99.4%
False (F)	5868	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
true	1038316	49.7%
t	1038316	49.7%
false	5868	0.3%
f	5868	0.3%

Most occurring characters

Value	Count	Frequency (%)
T	2076632	24.8%
e	1044184	12.5%
	1044184	12.5%
(	1044184	12.5%
)	1044184	12.5%
r	1038316	12.4%
u	1038316	12.4%
F	11736	0.1%
a	5868	0.1%
l	5868	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3138420	37.5%
Uppercase Letter	2088368	25.0%
Space Separator	1044184	12.5%
Open Punctuation	1044184	12.5%
Close Punctuation	1044184	12.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1044184	33.3%
r	1038316	33.1%
u	1038316	33.1%
a	5868	0.2%
l	5868	0.2%
s	5868	0.2%

Uppercase Letter

Value	Count	Frequency (%)
T	2076632	99.4%
F	11736	0.6%

Space Separator

Value	Count	Frequency (%)
	1044184	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1044184	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1044184	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5226788	62.5%
Common	3132552	37.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
T	2076632	39.7%
e	1044184	20.0%
r	1038316	19.9%
u	1038316	19.9%
F	11736	0.2%
a	5868	0.1%
l	5868	0.1%
s	5868	0.1%

Common

Value	Count	Frequency (%)
	1044184	33.3%
(	1044184	33.3%
)	1044184	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8359340	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
T	2076632	24.8%
e	1044184	12.5%
	1044184	12.5%
(	1044184	12.5%
)	1044184	12.5%
r	1038316	12.4%
u	1038316	12.4%
F	11736	0.1%
a	5868	0.1%
l	5868	0.1%

Auto

Heatmap
Table

	settlementdate_month	settlementdate_day	settlementperiod	acceptedprice	acceptedvolume	LOC LAT	LOC LONG	LOC Center LAT	LOC Center LONG	Transmission Loss Factor	Generation Capacity	Demand Capacity	recordtype	settlementdate_year	BMU Type	BMU Fuel Type	BMU GSP Group Id	BMU GSP Group Name	GSP LOC Center	Trading Unit	PC Flag	PC Status	Exempt Export Flag	Base TU Flag	FPN Flag
settlementdate_month	1.000	0.017	0.010	0.125	-0.018	0.007	-0.016	0.014	-0.010	0.006	-0.010	0.014	0.128	0.369	0.069	0.102	0.084	0.084	0.036	0.097	0.137	0.114	0.046	0.106	0.079
settlementdate_day	0.017	1.000	-0.012	0.004	-0.011	-0.007	0.006	-0.005	0.001	0.004	0.013	-0.006	0.031	0.056	0.017	0.031	0.025	0.025	0.015	0.036	0.055	0.028	0.022	0.025	0.015
settlementperiod	0.010	-0.012	1.000	0.085	-0.007	-0.035	0.011	-0.001	0.009	0.035	-0.037	0.007	0.079	0.022	0.082	0.102	0.055	0.055	0.023	0.107	0.144	0.170	0.050	0.163	0.050
acceptedprice	0.125	0.004	0.085	1.000	0.553	-0.467	0.328	0.032	-0.018	0.495	0.152	-0.194	0.052	0.017	0.011	0.053	0.031	0.031	0.023	0.188	0.016	0.018	0.011	0.018	0.003
acceptedvolume	-0.018	-0.011	-0.007	0.553	1.000	-0.259	0.139	0.015	0.052	0.277	-0.065	-0.029	0.571	0.047	0.166	0.176	0.133	0.133	0.126	0.262	0.012	0.334	0.245	0.360	0.055
LOC LAT	0.007	-0.007	-0.035	-0.467	-0.259	1.000	-0.505	-0.045	-0.002	-0.841	-0.431	0.393	0.319	0.101	0.233	0.427	0.524	0.524	0.307	0.645	0.531	0.291	0.284	0.292	0.195
LOC LONG	-0.016	0.006	0.011	0.328	0.139	-0.505	1.000	0.072	-0.044	0.468	0.407	-0.174	0.195	0.064	0.173	0.385	0.545	0.545	0.299	0.808	0.461	0.147	0.313	0.178	0.104
LOC Center LAT	0.014	-0.005	-0.001	0.032	0.015	-0.045	0.072	1.000	-0.631	0.134	0.155	-0.244	0.130	0.053	0.104	0.251	0.302	0.302	1.000	0.580	0.437	0.218	0.169	0.152	0.101
LOC Center LONG	-0.010	0.001	0.009	-0.018	0.052	-0.002	-0.044	-0.631	1.000	-0.044	-0.215	0.194	0.065	0.038	0.145	0.213	0.290	0.290	1.000	0.543	0.339	0.192	0.166	0.157	0.087
Transmission Loss Factor	0.006	0.004	0.035	0.495	0.277	-0.841	0.468	0.134	-0.044	1.000	0.378	-0.323	0.384	0.409	0.157	0.390	0.690	0.690	0.230	0.760	0.436	0.237	0.220	0.173	0.104
Generation Capacity	-0.010	0.013	-0.037	0.152	-0.065	-0.431	0.407	0.155	-0.215	0.378	1.000	-0.560	0.173	0.081	0.282	0.454	0.447	0.447	0.329	0.919	0.019	0.622	0.444	0.623	0.092
Demand Capacity	0.014	-0.006	0.007	-0.194	-0.029	0.393	-0.174	-0.244	0.194	-0.323	-0.560	1.000	0.131	0.045	0.076	0.426	0.342	0.342	0.299	0.869	0.059	0.279	0.111	0.143	0.026
recordtype	0.128	0.031	0.079	0.052	0.571	0.319	0.195	0.130	0.065	0.384	0.173	0.131	1.000	0.125	0.279	0.515	0.424	0.424	0.140	0.472	0.308	0.262	0.013	0.222	0.084
settlementdate_year	0.369	0.056	0.022	0.017	0.047	0.101	0.064	0.053	0.038	0.409	0.081	0.045	0.125	1.000	0.048	0.108	0.111	0.111	0.070	0.156	0.173	0.069	0.023	0.054	0.082
BMU Type	0.069	0.017	0.082	0.011	0.166	0.233	0.173	0.104	0.145	0.157	0.282	0.076	0.279	0.048	1.000	0.439	0.233	0.233	0.201	0.649	0.219	0.810	0.809	0.957	0.213
BMU Fuel Type	0.102	0.031	0.102	0.053	0.176	0.427	0.385	0.251	0.213	0.390	0.454	0.426	0.515	0.108	0.439	1.000	0.453	0.453	0.299	0.797	0.489	0.798	0.393	0.786	0.187
BMU GSP Group Id	0.084	0.025	0.055	0.031	0.133	0.524	0.545	0.302	0.290	0.690	0.447	0.342	0.424	0.111	0.233	0.453	1.000	1.000	0.269	0.996	0.488	0.365	0.270	0.376	0.103
BMU GSP Group Name	0.084	0.025	0.055	0.031	0.133	0.524	0.545	0.302	0.290	0.690	0.447	0.342	0.424	0.111	0.233	0.453	1.000	1.000	0.269	0.996	0.488	0.365	0.270	0.376	0.103
GSP LOC Center	0.036	0.015	0.023	0.023	0.126	0.307	0.299	1.000	1.000	0.230	0.329	0.299	0.140	0.070	0.201	0.299	0.269	0.269	1.000	0.540	0.473	0.228	0.254	0.182	0.120
Trading Unit	0.097	0.036	0.107	0.188	0.262	0.645	0.808	0.580	0.543	0.760	0.919	0.869	0.472	0.156	0.649	0.797	0.996	0.996	0.540	1.000	0.603	0.927	0.722	1.000	0.321
PC Flag	0.137	0.055	0.144	0.016	0.012	0.531	0.461	0.437	0.339	0.436	0.019	0.059	0.308	0.173	0.219	0.489	0.488	0.488	0.473	0.603	1.000	1.000	0.155	0.196	1.000
PC Status	0.114	0.028	0.170	0.018	0.334	0.291	0.147	0.218	0.192	0.237	0.622	0.279	0.262	0.069	0.810	0.798	0.365	0.365	0.228	0.927	1.000	1.000	0.383	0.802	0.147
Exempt Export Flag	0.046	0.022	0.050	0.011	0.245	0.284	0.313	0.169	0.166	0.220	0.444	0.111	0.013	0.023	0.809	0.393	0.270	0.270	0.254	0.722	0.155	0.383	1.000	0.555	0.027
Base TU Flag	0.106	0.025	0.163	0.018	0.360	0.292	0.178	0.152	0.157	0.173	0.623	0.143	0.222	0.054	0.957	0.786	0.376	0.376	0.182	1.000	0.196	0.802	0.555	1.000	0.147
FPN Flag	0.079	0.015	0.050	0.003	0.055	0.195	0.104	0.101	0.087	0.104	0.092	0.026	0.084	0.082	0.213	0.187	0.103	0.103	0.120	0.321	1.000	0.147	0.027	0.147	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	recordtype	settlementdate	settlementdate_year	settlementdate_month	settlementdate_day	settlementperiod	BMU ID	acceptedprice	acceptedvolume	BMU Type	BMU Fuel Type	BMU GSP Group Id	BMU GSP Group Name	LOC LAT	LOC LONG	GSP LOC Center	LOC Center LAT	LOC Center LONG	BMU Party ID	BMU Party Name	Trading Unit	PC Flag	PC Status	Transmission Loss Factor	Generation Capacity	Demand Capacity	Exempt Export Flag	Base TU Flag	FPN Flag
0	BID	2021-01-01	2021	1	1	1	E_GYAR-1	37.0	-18.366	E	CCGT	_A	Eastern England	52.583834	1.733725	Grantham	52.912504	-0.643771	RWE Generation UK plc	INNOGY01	NaN	NaN	Production (P)	0.004895	420.0	-18.0	False (F)	False (F)	True (T)
1	BID	2021-01-01	2021	1	1	1	E_SHOS-1	35.0	-0.666	E	CCGT	_J	South Eastern England	50.829511	-0.229161	Leadhills	55.469264	-3.736325	VPI Power Limited	SPGEN01	NaN	NaN	Production (P)	0.012051	436.0	-16.0	False (F)	False (F)	True (T)
2	BID	2021-01-01	2021	1	1	1	T_CDCL-1	40.0	-11.084	T	CCGT	_B	East Midlands	53.307421	-0.786058	Milnthorpe	54.264138	-2.768073	Uniper UK Limited	EECL	NaN	NaN	Production (P)	0.005473	445.0	-12.0	False (F)	False (F)	True (T)
3	BID	2021-01-01	2021	1	1	1	T_MRWD-1	37.1	-174.768	T	CCGT	_H	Southern England	50.898831	-1.437187	Leadhills	55.469264	-3.736325	Marchwood Power Limited	MPL	NaN	NaN	Production (P)	0.017790	920.0	-15.0	False (F)	False (F)	True (T)
4	BID	2021-01-01	2021	1	1	1	T_PEMB-11	37.0	-33.634	T	CCGT	_K	Southern Wales	51.683003	-4.994865	Newmarket	52.247547	0.394057	RWE Generation UK plc	INNOGY01	Pembroke Power Station	NaN	Production (P)	0.009636	475.0	-11.0	False (F)	False (F)	True (T)
5	BID	2021-01-01	2021	1	1	1	T_SCCL-3	6.0	-49.000	T	CCGT	_M	Yorkshire	53.735187	-0.243281	Kingussie	57.229009	-4.078819	SCCL	SALTEND	SALTEND1	NaN	Production (P)	-0.002454	400.0	-20.0	False (F)	False (F)	True (T)
6	BID	2021-01-01	2021	1	1	1	T_SHBA-1	0.0	-299.000	T	CCGT	_M	Yorkshire	53.602454	-0.144829	Kingussie	57.229009	-4.078819	EP UK INVESTMENTS LIMITED	EPUKI	SOUTH HUMBER BANK P/S.	NaN	Production (P)	-0.002454	810.0	-10.0	False (F)	False (F)	True (T)
7	BID	2021-01-01	2021	1	1	2	T_GRAI-6	40.0	-31.312	T	CCGT	_J	South Eastern England	51.443546	0.707775	Bromsgrove	52.353379	-2.062962	Uniper UK Limited	EECL	GRAIN PS TRADING UNIT	NaN	Production (P)	0.012051	468.0	-14.0	False (F)	False (F)	True (T)
8	BID	2021-01-01	2021	1	1	2	T_GRAI-7	40.0	-4.666	T	CCGT	_J	South Eastern England	51.443546	0.707775	Newmarket	52.247547	0.394057	Uniper UK Limited	EECL	GRAIN PS TRADING UNIT	NaN	Production (P)	0.012051	468.0	-14.0	False (F)	False (F)	True (T)
9	BID	2021-01-01	2021	1	1	2	T_MRWD-1	37.1	-54.600	T	CCGT	_H	Southern England	50.898831	-1.437187	Leadhills	55.469264	-3.736325	Marchwood Power Limited	MPL	NaN	NaN	Production (P)	0.017790	920.0	-15.0	False (F)	False (F)	True (T)

	recordtype	settlementdate	settlementdate_year	settlementdate_month	settlementdate_day	settlementperiod	BMU ID	acceptedprice	acceptedvolume	BMU Type	BMU Fuel Type	BMU GSP Group Id	BMU GSP Group Name	LOC LAT	LOC LONG	GSP LOC Center	LOC Center LAT	LOC Center LONG	BMU Party ID	BMU Party Name	Trading Unit	PC Flag	PC Status	Transmission Loss Factor	Generation Capacity	Demand Capacity	Exempt Export Flag	Base TU Flag	FPN Flag
1044174	OFFER	2023-03-01	2023	3	1	7	T_SEAB-1	165.0	476.000	T	CCGT	_L	South Western England	51.539486	-2.670153	Kingussie	57.229009	-4.078819	Seabank Power Limited	SEABANK	Seabank Power Station	NaN	Production (P)	0.012720	830.0	-11.0	False (F)	False (F)	True (T)
1044175	OFFER	2023-03-01	2023	3	1	7	T_STAY-4	195.0	195.000	T	CCGT	_B	East Midlands	53.075154	-0.856134	Milnthorpe	54.264138	-2.768073	RWE Generation UK plc	INNOGY01	Staythorpe Power Station	NaN	Production (P)	0.005607	464.0	-15.0	False (F)	False (F)	True (T)
1044176	OFFER	2023-03-01	2023	3	1	8	T_CNQPS-2	159.0	230.000	T	CCGT	_D	Merseyside and Northern Wales	53.231614	-3.081947	Goole	53.716633	-0.873571	Uniper UK Limited	EECL	CONNAHS QUAY PS TRADING UNIT	NaN	Production (P)	0.002671	352.0	-20.0	False (F)	False (F)	True (T)
1044177	OFFER	2023-03-01	2023	3	1	8	T_SEAB-1	165.0	476.000	T	CCGT	_L	South Western England	51.539486	-2.670153	Kingussie	57.229009	-4.078819	Seabank Power Limited	SEABANK	Seabank Power Station	NaN	Production (P)	0.012720	830.0	-11.0	False (F)	False (F)	True (T)
1044178	OFFER	2023-03-01	2023	3	1	8	T_STAY-4	195.0	195.000	T	CCGT	_B	East Midlands	53.075154	-0.856134	Milnthorpe	54.264138	-2.768073	RWE Generation UK plc	INNOGY01	Staythorpe Power Station	NaN	Production (P)	0.005607	464.0	-15.0	False (F)	False (F)	True (T)
1044179	OFFER	2023-03-01	2023	3	1	9	T_CNQPS-2	159.0	230.000	T	CCGT	_D	Merseyside and Northern Wales	53.231614	-3.081947	Goole	53.716633	-0.873571	Uniper UK Limited	EECL	CONNAHS QUAY PS TRADING UNIT	NaN	Production (P)	0.002671	352.0	-20.0	False (F)	False (F)	True (T)
1044180	OFFER	2023-03-01	2023	3	1	9	T_PEMB-11	150.0	16.430	T	CCGT	_K	Southern Wales	51.683003	-4.994865	Newmarket	52.247547	0.394057	RWE Generation UK plc	INNOGY01	Pembroke Power Station	NaN	Production (P)	0.005824	475.0	-11.0	False (F)	False (F)	True (T)
1044181	OFFER	2023-03-01	2023	3	1	9	T_SEAB-1	165.0	476.000	T	CCGT	_L	South Western England	51.539486	-2.670153	Kingussie	57.229009	-4.078819	Seabank Power Limited	SEABANK	Seabank Power Station	NaN	Production (P)	0.012720	830.0	-11.0	False (F)	False (F)	True (T)
1044182	OFFER	2023-03-01	2023	3	1	9	T_SHBA-1	200.0	0.432	T	CCGT	_M	Yorkshire	53.602454	-0.144829	Kingussie	57.229009	-4.078819	EP UK INVESTMENTS LIMITED	EPUKI	SOUTH HUMBER BANK P/S.	NaN	Production (P)	-0.005257	821.4	-10.0	False (F)	False (F)	True (T)
1044183	OFFER	2023-03-01	2023	3	1	9	T_STAY-4	195.0	195.000	T	CCGT	_B	East Midlands	53.075154	-0.856134	Milnthorpe	54.264138	-2.768073	RWE Generation UK plc	INNOGY01	Staythorpe Power Station	NaN	Production (P)	0.005607	464.0	-15.0	False (F)	False (F)	True (T)

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Connector Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts